Acknowledgement
This research was supported by Construction of NTIS funded by the Ministry of Science and ICT.
References
- J. Y. Choi, H. Hahn, and Y. C. Jung, "Research on Text Classification of Research Reports using Korea National Science and Technology Standards Classification Codes," Journal of the Korea Academia-Industrial cooperation Society, vol. 21, no. 1, pp. 169-177, 2020. https://doi.org/10.5762/KAIS.2020.21.1.169
- Y. Choi and S. P. Choi, "A Study on Patent Literature Classification Using Distributed Representation of Technical Terms," Journal of the Korean Society for Library and Information Science, vol. 53, no. 2, pp. 179-199, May 2019. https://doi.org/10.4275/KSLIS.2019.53.2.179
- S. Hwang and D. Kim, "BERT-based Classification Model for Korean Documents," The Journal of Society for e-Business Studies, vol. 25, no. 1, pp. 203-214, Feb. 2020. https://doi.org/10.7838/JSEBS.2020.25.1.203
- J. S. Lee, S. P. Jun, and H. S. Yoo, "A Study on Automatic Classification Model of Documents Based on Korean Standard Industrial Classification," Journal of Intelligent Information Systems, vol. 24, no. 3, pp. 221-241, Sep. 2018.
- S. Li, J. Hu, Y. Cui, and J. Hu, "DeepPatent: patent classification with convolutional neural networks and word embedding," Scientometrics, vol. 117, no. 2, pp. 721-744, 2018. https://doi.org/10.1007/s11192-018-2905-5
- A. K. Sharma, S. Chaurasia, and D. K. Srivastava, "Sentimental Short Sentences Classification by Using CNN Deep Learning Model with Fine Tuned Word2Vec," Procedia Computer Science, vol. 167, pp. 1139-1147, 2020. https://doi.org/10.1016/j.procs.2020.03.416
- T. Mikolov, I. Sutskever, K. Chen, G. S. Corrado, and J. Dean, "Distributed representations of words and phrases and their Compositionality," in Advances in neural information processing systems, pp. 3111-3119, 2013.
- J. Pennington, R. Socher, and C. D. Manning, "Glove: Global vectors for word representation," in Proceedings of the 2014 conference on empirical methods in natural language processing (EMNLP), pp. 1532-1543, 2014.
- A. Joulin, E. Grave, P. Bojanowski, and T. Mikolov, "Bag of Tricks for Efficient Text Classification," Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, vol. 2, pp. 427-431, 2017.
- H. Kim, J. Lee, N. Y. Yeo, M. Astrid, S. Lee, and Y. Kim, "CNN based Sentence Classification with Semantic Features using Word Clustering," International Conference on Information and Communication Technology Convergence (ICTC), pp. 484-488, 2018.
- B. Jang, I. Kim, and J. W. Kim, "Word2vec Convolutional Neural Networks for Classification of News Articles and Tweets," PloS one, vol. 14, no. 8, pp. e0220976, 2019.doi: 10.1371/journal.pone.0220976.
- Q. Le and T. Mikolov, "Distributed Representations of Sentences and Documents," International conference on machine learning, PMLR, 2014.
- J. Yuk and M. Song, "A Study of Research on Methods of Automated Biomedical Document Classification Using Topic Modeling and Deep Learning," Journal of the Korean Society for information, vol. 35, no. 2, pp. 63-88, Jun. 2018.
- D. W. Kim and M. W. Koo, "Categorization of Korean News Articles Based on Convolutional Neural Network Using Doc2Vec and Word2Vec," Journal of KIISE, vol. 44, no. 7, pp. 742-747, 2017. https://doi.org/10.5626/JOK.2017.44.7.742
- Y. S. Kim and S. W. Lee, "Combinations of Text Preprocessing and Word Embedding Suitable for Neural Network Models for Document Classification," Korea Information Science Society, vol. 45, no. 7, pp. 690-700, July. 2018.
- T. Mikolov, K. ChenK, G. Corrado, and J. Dean, "Efficient Estimation of Word Representations in Vector Space," arXiv preprint arXiv:1301.3781, 2013.
- K. M. Jang, E. S. Kim, and H. K. Jung, "A Study on the Standardization of Information for the Integrated Management of Researcher's Information," Journal of the Korea Institute of Information and communication Engineering, vol. 25, no. 5, pp. 741-747, May. 2021. https://doi.org/10.6109/JKIICE.2021.25.5.741
- J. S. Bang, D. Y. Hwang, and H. K. Jung, "Product Recommendation System based on User Purchase Priority," Journal of Information and Communication Convergence Engineering, vol. 18, no. 1, pp. 55-60, Mar. 2020. https://doi.org/10.6109/jicce.2020.18.1.55